Hi, I'm Gauri 👋
Machine Learning Engineer passionate and excited about solving real-world problems using AI and modern ML techniques.

About

I love working with machine learning and deep learning, whether it's tweaking or implementing deep learning architectures, optimizing LLMs, making Gen AI applications or enhancing performance with XGBOOST

I am currently interested in working as:

  • •A research assistant position
  • •Full time Machine Learning Engineer/Data Scientist/AI Engineer
  • •Any project you would like to work together on
My Projects

Check out my latest work

Llama-3.1-8B-Sarcasm

Fine-tuned Llama-3.1-8B-Instruct to generate sarcastic, human-like responses. Trained with AdaLoRA for efficiency. Includes multi-turn support, W&B monitoring, and GGUF formats.

Llama-3.1
AdaLoRA
GGUF
W&B
Token Monitoring

Multi-Modal AI Music Assistant

Emotion-aware music recommender using facial emotion detection, environmental context, and music similarity. Integrated with Spotify API and user feedback loop.

OpenCV
Spotify API
Recommendation Systems
Python
Ranking Models

Adaptive Decisioning Platform

Rule-based and ML-powered decision engine using real-time contextual inputs. Deployed with Docker and served via FastAPI.

FastAPI
Docker
ML Models
Feedback Loops

Multi-Agent Automated Research Assistant

Automates literature reviews via specialized LLM agents for RAG, summarization, synthesis, and fact validation. Uses LangChain, CrewAI, and ChromaDB.

LLMs
LangChain
ChromaDB
CrewAI
Multi-Agent

Research Papers Implementation

This Repository contains the implementation of various research papers in the field of AI and ML I have done over the years.

Inception v3
Transformers without Normalization
llama 2
Efficient LLMs with AMP: Attention Heads and MLP Pruning
My Writing

Blogs I have written

React AI Agents - A Guide to Smarter AI Through Reasoning and Action

A practical look at React AI agents and how they combine reasoning with action. This post breaks down the ideas behind building AI that's not just smart, but responsive—perfect for anyone curious about the future of intelligent systems.

2024-01-15MediumMedium

Meta LCM: Pioneering the Next Frontier of Conceptual AI Models

My take on Meta LCM and why it's a big deal for AI. This blog dives into how these conceptual models are shaking things up, offering a glimpse into what's next for machine learning innovation.

2024-01-10MediumMedium

Roadmap for Deep Learning

A straightforward guide to getting into deep learning. I've laid out a roadmap based on my own journey—covering the essentials and pointing you toward the good stuff in neural networks and beyond.

2024-01-05MediumMedium
View all blogs

Work Experience

M

Mobicule Technologies

June 2024 - Sept 2024
Data Scientist
Improved fraud detection accuracy on fintech transaction data. Optimized A/B testing datasets for cleaner experimental results and increased feature conversion rates.
F

Freelance ML Engineer

Dec 2023 - May 2025
Implemented independent solutions, Leveraged LLMs and advanced ML to streamline customer interactions and deliver scalable, data-driven solutions across diverse use cases.
A

Amazon Web Services

Oct 2023 - May 2024
AI & ML Scholar
Selected for the coveted Amazon Web Services program. Completed hands-on projects and built real-world solutions using AWS and foundational AI tools.
b

buildspace

Aug 2023 - Sept 2023
Builder
Worked on self-driven innovative AI projects as part of the buildspace Nights & Weekends S4 program.

Education

M

Madhav Institute of Technology and Science, Gwalior

2021 - 2025
B.Tech in Computer Science and Engineering
I

Indian Institute of Technology, Madras

Current -
Bachelor of Science in Data Science and Applications

Skills

Python
LangChain
Transformers
LLMs
NLP
Docker
FastAPI
W&B
Pinecone
RAG
TensorFlow
PyTorch
OpenCV

Some of my favorite YouTube channels

LinkedIn
X